kitio.aiCoveo vs Prefixbox
A side-by-side look at pricing plans, free tiers, features, pros and cons, updated for 2026. Coveo starts at See pricing page and Prefixbox starts at See pricing page. Check both pricing pages for current plans.
At a glance
Best for
Pricing model
Starting price
Free plan
Made by
Based in
Rating
Key features
- Hybrid AI search
- Generative answering
- Product recommendations
- Passage retrieval API
- Relevance tuning
- MCP server
- AI search with personalization
- Rich autocomplete
- AI navigation
- Product recommendations
- AI shopping assistant
- Experimentation and analytics
| Feature | Coveo | Prefixbox |
|---|---|---|
| Best for | Enterprise AI search and generative answers for commerce and service | AI site search and shopping assistant for online stores |
| Category | Legal, finance & HR | Legal, finance & HR |
| Pricing model | Free trial | Free trial |
| Starting price | See pricing page | See pricing page |
| Free plan | No, trial available | No, trial available |
| Made by | Coveo | Prefixbox |
| Based in | Canada | – |
| Rating | No ratings yet | No ratings yet |
| Key features |
|
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Both offer: Product recommendations.
Pricing compared
Coveo starts at See pricing page and Prefixbox starts at See pricing page. Check both pricing pages for current plans.
Free plan
Cheapest paid plan
Top plan
Free trial
Prices in USD, checked Oct 29, 2026 or later. Plans change often, so confirm on each tool's site before you buy.
Pros and cons
Coveo
- Covers commerce, service and workplace search
- Many prebuilt enterprise integrations
- Passage retrieval API for AI apps
- Quote-based pricing
- Built for large organizations
- Setup takes indexing and tuning work
Prefixbox
- Covers search, navigation and recommendations
- Shopify and Salesforce integrations
- Built-in experimentation tools
- Managed pricing needs a quote
- Priced by monthly API request volume
- Managed AI Search is listed at €1,250 a month
Which one should you choose?
Choose Coveo if you want:
- Covers commerce, service and workplace search
- Many prebuilt enterprise integrations
- Passage retrieval API for AI apps
Watch out: quote-based pricing.
Choose Prefixbox if you want:
- Covers search, navigation and recommendations
- Shopify and Salesforce integrations
- Built-in experimentation tools
Watch out: managed pricing needs a quote.
Coveo vs Prefixbox FAQ
What is the difference between Coveo and Prefixbox?
Coveo: Enterprise AI search and generative answers for commerce and service. Prefixbox: AI site search and shopping assistant for online stores. Both are legal, finance & hr tools.
Is Coveo or Prefixbox cheaper?
Coveo starts at See pricing page and Prefixbox starts at See pricing page. Check both pricing pages for current plans.
Do Coveo and Prefixbox have free plans?
Coveo: No, trial available. Prefixbox: No, trial available.
Who makes Coveo?
Coveo is made by Coveo, based in Canada.
Who makes Prefixbox?
Prefixbox is made by Prefixbox.
Which should I choose, Coveo or Prefixbox?
Choose Coveo if you value covers commerce, service and workplace search and many prebuilt enterprise integrations. Choose Prefixbox if you value covers search, navigation and recommendations and shopify and salesforce integrations.